Several attributes from COPD (chronic obstructive pulmonary disease) patients include spirometer input, physical activity and input from a survey app was collected over cloud.

We developed an algorithm that is used to predict the chance of exacerbation of their condition. The tool is used by Doctors and patients for remote monitoring.

It's currently undergoing a live clinical trial. An interesting benefit to working in healthcare is that the predictive strength of all models are constantly compared to real world, observable results.